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image classification

1943 papers

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convolutional neural network (4216) object detection (2759) semantic segmentation (3179) transfer learning (5442) vision transformer (1091) neural network (6616) representation learning (6174) multimodal learning (4622) data augmentation (3037) feature learning (1309)

Papers

Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning CVPR 2022
Less Is More: Pay Less Attention in Vision Transformers AAAI 2022
Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation CVPR 2022
Integrative Few-Shot Learning for Classification and Segmentation CVPR 2022
Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes CVPR 2022
Certified Patch Robustness via Smoothed Vision Transformers CVPR 2022
Replacing Labeled Real-Image Datasets With Auto-Generated Contours CVPR 2022
SimMIM: A Simple Framework for Masked Image Modeling CVPR 2022
How Well Do Sparse ImageNet Models Transfer? CVPR 2022
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation ICML 2022
A Deep Learning-Based Face Mask Detector for Autonomous Nano-Drones (Student Abstract) AAAI 2022
Explainable Planner Selection for Classical Planning AAAI 2022
Neural Networks Classify through the Class-Wise Means of Their Representations AAAI 2022
AI-Driven Road Condition Monitoring across Multiple Nations AAAI 2022
Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022
Deepfake Network Architecture Attribution AAAI 2022
Label Hallucination for Few-Shot Classification AAAI 2022
Which Model To Transfer? Finding the Needle in the Growing Haystack CVPR 2022
Mixed Differential Privacy in Computer Vision CVPR 2022
PMAL: Open Set Recognition via Robust Prototype Mining AAAI 2022
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference CVPR 2022
Sparse MLP for Image Recognition: Is Self-Attention Really Necessary? AAAI 2022
RRL: Regional Rotate Layer in Convolutional Neural Networks AAAI 2022
ADD: Frequency Attention and Multi-View Based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images AAAI 2022
FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos AAAI 2022